• DocumentCode
    728667
  • Title

    Distributed consensus algorithms for collaborative temperature control in smart buildings

  • Author

    Gupta, Santosh K. ; Kar, Koushik ; Mishra, Sandipan ; Wen, John T.

  • Author_Institution
    Dept. of Electr., Comput. & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
  • fYear
    2015
  • fDate
    1-3 July 2015
  • Firstpage
    5758
  • Lastpage
    5763
  • Abstract
    Buildings with shared spaces such as corporate office buildings, university dorms, etc. involve multiple occupants who are likely to have different temperature preferences. The building temperature control system needs to balance the desire of all users, as well as take the building energy cost into account. Centralized temperature management is challenging as the use comfort function is held privately and not centrally known. This paper proposes a distributed temperature control algorithm which ensures that a consensus is attained among all occupants, irrespective of their temperature preferences. Occupants are only assumed to be rational, in that they choose their own temperature set-points to minimize a combination of their individual energy cost and discomfort. We establish the convergence of the proposed algorithm to the optimal temperature set-point that minimizes the sum of the energy cost and the aggregate discomfort of all occupants. Simulations with realistic parameter settings illustrate the performance of the algorithm and provide insights on the dynamics of the system with a mobile user population.
  • Keywords
    building management systems; distributed control; optimisation; temperature control; building temperature control system; centralized temperature management; collaborative temperature control; distributed consensus algorithm; mobile user population; smart building; temperature set-point optimization; use comfort function; Algorithm design and analysis; Buildings; Computational modeling; Convergence; Heat transfer; Steady-state; Temperature control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2015
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4799-8685-9
  • Type

    conf

  • DOI
    10.1109/ACC.2015.7172241
  • Filename
    7172241